indicator
data set

climate

annual precip
WorldClim (climatology, observed), GPCC (time series, observed), CFSR (time series, reanalysis)
rainfall variability

coeffient of variation (precip)
GPCC (time series, observed), CFSR (time series, reanalysis)
standard precip index
GPCC (time series, observed), CFSR (time series, reanalysis)
min/max temp
WorldClim (climatology, observed), CRU (time series, observed), CFSR (time series, reanalysis)
ET
CFRS
PET
to be calculated form CFSR or CRU/GPCC
bare soil evap

frequency of seasonal drought
derive from CFSR soil moisture (?)
severity / period of season drought
derive from CFSR soil moisture (?)
dry spells? - length
derive from CFSR
frequency of seasonal flood

aridity index

worldclim - bioclim indicators
WorldClim
to be reviewed in terms of CC

FEWS.net indicators ( 14 indicators)
(NDVI, RFE, WRSI, Rainfall, Livestock,production, prices, food access,terms of trade, pests, civil insecurity,
disease, refuge & malnourishment)



other water

direct runoff (yield)

wetlands / topographic index

storage? Surface

soil moisture - seasonal / AWC / variability

accessibility
CFRS
distance from perrenial surface water /

depth to ground water

current irrigation

irrigation potential

planned irrigation



crop / livestock

soil type

soil limitations

erosion hazard

farming system

livestock density

herd size per household

off-take rate
IFPRi CSA
crop yield statistics

land cover / land use

livelihood zones

slope?

aspect

length of growing season

coeff of variation of growing season

reliability of onset

pop density
rural economy atlas
pop growth

% / proportion pop reliant on agriculture
rural economy atlas
% / proportion pop reliant on livestock

poverty indices

market access
ifpri market access map
road access
ministry map
credit access
rural economy atlas
extention service access
rural economy atlas
remitance?

income diversification index

fertilizer use
rural economy atlas
seed access

level of education (hh head)
rural economy atlas
distance to school / density
rural economy atlas or usaid
female / male proportion (migration)
rural economy atlas
access to medical centre
usaid
health indicators - malnutrion
fews
tetse fly zone

malaria zone
we have the map but i don't know the source (Cath)
environmentally sensitive areas